WASHINGTON—The Supreme Court struck down some caps on political contributions Wednesday, the latest in a string of decisions rolling back campaign-finance regulations that have fundamentally altered how elections are fought.

By a 5-4 vote, the court threw out the limit, currently $123,200, on what any individual can give to all federal candidates and political committees over a two-year election cycle. The plurality opinion, by Chief...